Papers
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Reliable Propagation-Correction Modulation for Video Object Segmentation
Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu
[AAAI-22] Main Track
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
Junying Chen, Dongfang Li, Qingcai Chen, Wenxiu Zhou, Xin Liu
[AAAI-22] Main Track
Best-Buddy GANs for Highly Detailed Image Super-Resolution
Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu
[AAAI-22] Main Track
KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification
Lingfeng Shen, Shoushan Li, Ying Chen
[AAAI-22] Main Track
DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media
Mengzhu Sun, Xi Zhang, Jiaqi Zheng, Guixiang Ma
[AAAI-22] Main Track
Sentence Simplification Capabilities of Transfer-Based Models
Sanja Štajner, Kim Cheng Sheang, Horacio Saggion
[AAAI-22] AI for Social Impact Track
Predicting the Influence of Fake and Real News Spreaders (Student Abstract)
Amy Zhang, Aaron Brookhouse, Daniel Hammer, Francesca Spezzano, Liljana Babinkostova
[AAAI-22] Student Abstract and Poster Program - FINALIST
Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract)
Zhuoming Zheng, Yi Cai, Liuwu Li
[AAAI-22] Student Abstract and Poster Program
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks
Fangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Li Jiang
[AAAI-22] Main Track
Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference
Zeel B Patel, Palak Purohit, Harsh Patel, Shivam Sahni, Nipun Batra
[AAAI-22] AI for Social Impact Track
Zeroth-Order Optimization for Composite Problems with Functional Constraints
Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu
[AAAI-22] Main Track
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay
Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra
[AAAI-22] Main Track
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection
Xinpeng Liu, Yong-Lu Li, Cewu Lu
[AAAI-22] Main Track
Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems
Fangda Gu, He Yin, Laurent El Ghaoui, Murat Arcak, Peter Seiler, Ming Jin
[AAAI-22] Main Track
Learning from Mistakes - A Framework for Neural Architecture Search
Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric Xing, Pengtao Xie
[AAAI-22] Main Track
L-CoDe:Language-based Colorization using Color-Object Decoupled Conditions
Shuchen Weng, Hao Wu, Zheng Chang, Jiajun Tang, Si Li, Boxin Shi
[AAAI-22] Main Track
Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables
Lifeng Zhang, Shimo Yang, Hongxun Jiang
[AAAI-22] Main Track
Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games
Kai Wang, Lily Xu, Andrew Perrault, Michael K. Reiter, Milind Tambe
[AAAI-22] Main Track
Longitudinal Fairness with Censorship
Wenbin Zhang, Jeremy C Weiss
[AAAI-22] AI for Social Impact Track
Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract)
Sheng Xu, Xiaojun Wan
[AAAI-22] Student Abstract and Poster Program
Planning with Participation Constraints
Hanrui Zhang, Yu Cheng, Vincent Conitzer
[AAAI-22] Main Track
Participatory Machine Learning Models in Feminicide News Alert Detection
Amelia L Dogan
[AAAI-22] Undergraduate Consortium
Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective
Jiaxiang Tang, Xiaokang Chen, Jingbo Wang, Gang Zeng
[AAAI-22] Main Track
A Nested Bi-Level Optimization Framework for Robust Few Shot Learning
Krishnateja Killamsetty, Changbin Li, Chen Zhao, Feng Chen, Rishabh Iyer
[AAAI-22] Main Track
Team Correlated Equilibria in Zero-Sum Extensive-Form Games via Tree Decompositions
Brian Hu Zhang, Tuomas Sandholm
[AAAI-22] Main Track
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo yuan
[AAAI-22] Main Track
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks
Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang
[AAAI-22] Main Track
Frozen Pretrained Transformers as Universal Computation Engines
Kevin Lu, Aditya Grover, Pieter Abbeel, Igor Mordatch
[AAAI-22] Main Track
Incorporating Item Frequency for Differentially Private Set Union
Ricardo Silva Carvalho, Ke Wang, Lovedeep Gondara
[AAAI-22] Main Track
CODE: Contrastive Pre-Training with Adversarial Fine-Tuning for Zero-Shot Expert Linking
Bo Chen, Jing Zhang, Xiaokang Zhang, Xiaobin Tang, Lingfan Cai, Hong Chen, Cuiping Li, Peng Zhang, Jie Tang
[AAAI-22] AI for Social Impact Track
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
[AAAI-22] Student Abstract and Poster Program
Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion
Tianqi Tang, Heming Du, Xin Yu, Yi Yang
[AAAI-22] Main Track
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin
[AAAI-22] Main Track
Efficient Compact Bilinear Pooling via Kronecker Product
Tan Yu, Yunfeng Cai, Ping Li
[AAAI-22] Main Track
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning
Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji
[AAAI-22] AI for Social Impact Track
Active Sampling for Text Classification with Subinstance Level Queries
Shayok Chakraborty, Ankita Singh
[AAAI-22] Main Track
Edge-Aware Guidance Fusion Network for RGB–Thermal Scene Parsing
Wujie Zhou, Shaohua Dong, Caie Xu, Yaguan Qian
[AAAI-22] Main Track
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations
Zhuohan Yu, Yifu Lu, Yunhe Wang, Fan Tang, Ka-Chun Wong, Xiangtao Li
[AAAI-22] Main Track
Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark
Chenglong Li, Tianhao Zhu, Lei Liu, Xiaonan Si, Zilin Fan, Sulan Zhai
[AAAI-22] Main Track
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning
Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
[AAAI-22] Main Track
Efficient Deep Learning for Multi Agent Pathfinding
Natalie R Abreu
[AAAI-22] Undergraduate Consortium
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models
Zhen Lin, Lucas Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun
[AAAI-22] Main Track
SAS: Self-Augmentation Strategy for Language Model Pre-Training
Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu
[AAAI-22] Main Track
ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting
Yuke Li, Pin Wang, Lixiong Chen, Zheng Wang, Ching-Yao Chan
[AAAI-22] Main Track
SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation
Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang
[AAAI-22] Main Track
Towards Building ASR Systems for the Next Billion Users
Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra
[AAAI-22] Main Track
PrivateSNN: Privacy-Preserving Spiking Neural Networks
Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda
[AAAI-22] Main Track
Deep Graph Clustering via Dual Correlation Reduction
Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu
[AAAI-22] Main Track
Tracing Text Provenance via Context-Aware Lexical Substitution
Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu
[AAAI-22] Main Track
Contrastive Personalization Approach to Suspect Identification (Student Abstract)
Devansh Gupta, Drishti Bhasin, Sarthak Bhagat, Shagun Uppal, Ponnurangam Kumaraguru, Rajiv Ratn Shah
[AAAI-22] Student Abstract and Poster Program
Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract)
Xiangping Zheng, Xun Liang, Bo Wu
[AAAI-22] Student Abstract and Poster Program
Sublinear Time Approximation of Text Similarity Matrices
Archan Ray, Nicholas Monath, Andrew McCallum, Cameron Musco
[AAAI-22] Main Track
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection
Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee
[AAAI-22] Main Track
Fully Attentional Network for Semantic Segmentation
Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang
[AAAI-22] Main Track
Two-Stage Octave Residual Network for End-to-End Image Compression
Fangdong Chen, Yumeng Xu, Li Wang
[AAAI-22] Main Track
Instance Selection: A Bayesian Decision Theory Perspective
Qingqiang Chen, Fuyuan Cao, Ying Xing, Jiye Liang
[AAAI-22] Main Track
Interpretable Low-Resource Legal Decision Making
Rohan Bhambhoria, Hui Liu, Dahan Samuel, Xiaodan Zhu
[AAAI-22] AI for Social Impact Track
RareGAN: Generating Samples for Rare Classes
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar
[AAAI-22] Main Track
Transcribing Natural Languages for The Deaf via Neural Editing Programs
Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li
[AAAI-22] AI for Social Impact Track
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings
Sean Matthews, John Hudzina, Dawn Sepehr
[AAAI-22] AI for Social Impact Track
Graph-Based Point Tracker for 3D Object Tracking in Point Clouds
Minseong Park, Hongje Seong, Wonje Jang, Euntai Kim
[AAAI-22] Main Track
Leaping through Time with Gradient-Based Adaptation for Recommendation
Nuttapong Chairatanakul, Hoang NT, Xin Liu, Tsuyoshi Murata
[AAAI-22] Main Track
Almost Full EFX Exists for Four Agents
Ben Berger, Avi Cohen, Michal Feldman, Amos Fiat
[AAAI-22] Main Track
Max-Margin Contrastive Learning
Anshul Shah, Suvrit Sra, Rama Chellappa, Anoop Cherian
[AAAI-22] Main Track
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection
Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer
[AAAI-22] Main Track
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition
Shuyuan Li, Huabin Liu, Rui Qian, Yuxi Li, John See, Mengjuan Fei, Xiaoyuan Yu, Weiyao Lin
[AAAI-22] Main Track
Online-Updated High-Order Collaborative Networks for Single Image Deraining
Cong Wang, Jinshan Pan, Xiao-Ming Wu
[AAAI-22] Main Track
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
Hanjie Chen, Yangfeng Ji
[AAAI-22] Main Track
Close the Loop: A Unified Bottom-up and Top-down Paradigm for Joint Image Deraining and Segmentation
Yi Li, Yi Chang, Changfeng Yu, Luxin Yan
[AAAI-22] Main Track
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract)
Yutao Dou, Wei Li, Albert Zomaya
[AAAI-22] Student Abstract and Poster Program
A Self-Supervised Mixed-Curvature Graph Neural Network
Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu
[AAAI-22] Main Track
Fairness by "Where": A Statistically-Robust and Model-Agnostic Bi-Level Learning Framework
Yiqun Xie, Erhu He, Xiaowei Jia, Weiye Chen, Sergii Skakun, Han Bao, Zhe Jiang, Rahul Ghosh, Praveen Ravirathinam
[AAAI-22] AI for Social Impact Track
ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition
Zekai Chen, Xiao Zhang, Xiuzhen Cheng
[AAAI-22] Main Track
Scaling Neural Program Synthesis with Distribution-Based Search
Nathanaël Fijalkow, Guillaume Lagarde, Théo Matricon, Kevin Ellis, Pierre Ohlmann, Akarsh Potta
[AAAI-22] Main Track
Not All Parameters Should be Treated Equally: Deep Safe Semi-Supervised Learning under Class Distribution Mismatch
Rundong He, Zhongyi Han, Yang Yang, Yilong Yin
[AAAI-22] Main Track
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds
Junho Koh, Jaekyum Kim, Jin Hyeok Yoo, Yecheol Kim, Dongsuk Kum, Jun Won Choi
[AAAI-22] Main Track
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method
Xiaohan Zhang, Shaonan Wang, Nan Lin, Jiajun Zhang, Chengqing Zong
[AAAI-22] Main Track
Homography Decomposition Networks for Planar Object Tracking
Xinrui Zhan, Yang Li, Yueran Liu, Jianke Zhu
[AAAI-22] Main Track
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks
Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates
[AAAI-22] Main Track
Random Mapping Method for Large-Scale Terrain Modeling
Xu Liu, Decai Li, Yuqing He
[AAAI-22] Main Track
Improving Human-Object Interaction Detection via Phrase Learning and Label Composition
Zhimin Li, Cheng Zou, Yu Zhao, Sheng Zhong, Boxun Li
[AAAI-22] Main Track
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation
Zhongzhi Yu, Yonggan Fu, Sicheng Li, Chaojian Li, Yingyan Lin
[AAAI-22] Main Track
Do We Need a New Large-Scale Quality Assessment Database for Generative Inpainting Based 3D View Synthesis? (Student Abstract)
Sadbhawna, Vinit Jakhetiya, Badri Subudhi, Harshit Shakya, Deebha Mumtaz
[AAAI-22] Student Abstract and Poster Program
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
[AAAI-22] AI for Social Impact Track
Learning Not to Learn: Nature versus Nurture in Silico
Robert Tjarko Lange, Henning Sprekeler
[AAAI-22] Main Track
Learning Advanced Client Selection Strategy for Federated Learning
Sai Qian Zhang, Jieyu Lin, Qi Zhang
[AAAI-22] Main Track
Clustering Interval-Censored Time-Series for Disease Phenotyping
Irene Y. Chen, Rahul G. Krishnan, David Sontag
[AAAI-22] Main Track
Content-Variant Reference Image Quality Assessment via Knowledge Distillation
Guanghao Yin, Wei Wang, Zehuan Yuan, Chuchu Han, Wei Ji, shouqian sun, Changhu Wang
[AAAI-22] Main Track
Cross-Lingual Adversarial Domain Adaptation for Novice Programming
Ye Mao, Farzaneh Khoshnevisan, Thomas Price, Tiffany Barnes, Min Chi
[AAAI-22] Main Track
Efficient Model-Driven Network for Shadow Removal
Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha
[AAAI-22] Main Track
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
Wachirawit Ponghiran, Kaushik Roy
[AAAI-22] Main Track
Deep Recurrent Neural Network with Multi-Scale Bi-Directional Propagation for Video Deblurring
Chao Zhu, Hang Dong, Jinshan Pan, Boyang Liang, Yuhao Huang, Lean Fu, Fei Wang
[AAAI-22] Main Track
Stationary Diffusion State Neural Estimation for Multiview Clustering
Chenhua Liu, Zhuolin Liao, Ma Yixuan, Kun Zhan
[AAAI-22] Main Track
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding
Zhenzhi Wang, Limin Wang, Tao Wu, Tianhao Li, Gangshan Wu
[AAAI-22] Main Track
Error-Based Knockoffs Inference for Controlled Feature Selection
Xuebin Zhao, Hong Chen, Yingjie Wang, Weifu Li, Tieliang Gong, Yulong Wang, Feng Zheng
[AAAI-22] Main Track
Safe Online Convex Optimization with Unknown Linear Safety Constraints
Sapana Chaudhary, Dileep Kalathil
[AAAI-22] Main Track
Constrained Prescriptive Trees via Column Generation
Shivaram Subramanian, Wei Sun, Youssef Drissi, Markus Ettl
[AAAI-22] Main Track
Cooperative Multi-Agent Fairness and Equivariant Policies
Niko A. Grupen, Bart Selman, Daniel D. Lee
[AAAI-22] Main Track
PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval
Praneeth Vepakomma, Julia Balla, Ramesh Raskar
[AAAI-22] Main Track
Local and Global Linear Convergence of General Low-Rank Matrix Recovery Problems
Yingjie Bi, Haixiang Zhang, Javad Lavaei
[AAAI-22] Main Track
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, A. Salman Avestimehr
[AAAI-22] Main Track
Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles
Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang
[AAAI-22] Main Track
Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior
Atrisha Sarkar, Kate Larson, Krzysztof Czarnecki
[AAAI-22] Main Track
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
[AAAI-22] Main Track
Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation
Chao Chen, Yibing Zhan, Baosheng Yu, Liu Liu, Yong Luo, Bo Du
[AAAI-22] Main Track
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models
Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana MaguitmanCONICET/UNS))Dalhousie University)Universidad Nacional del Sur)
[AAAI-22] Main Track
Group-Aware Threshold Adaptation for Fair Classification
Taeuk Jang, Pengyi Shi, Xiaoqian Wang
[AAAI-22] Main Track
RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning
Hansheng Xue, Vijini G Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin
[AAAI-22] Main Track
Unsupervised Underwater Image Restoration: From a Homology Perspective
Zhenqi Fu, Huangxing Lin, Yan Yang, Shu Chai, Liyan Sun, Yue Huang, Xinghao Ding
[AAAI-22] Main Track
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract)
Eiman Alnuaimi, Elia Cereda, Rafail Psiakis, Suresh Sugumar, Alessandro Giusti, Daniele Palossi
[AAAI-22] Student Abstract and Poster Program
Locally Fair Partitioning
Pankaj K. Agarwal, Shao-Heng Ko, Erin Taylor, Kamesh Munagala
[AAAI-22] Main Track
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-Resolution
bin xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou
[AAAI-22] Main Track
One More Check: Making "Fake Background'' Be Tracked Again
Chao Liang, Zhipeng Zhang, Xue Zhou*, Bing Li, Weiming Hu
[AAAI-22] Main Track
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs
Fanchen Bu, Dong Eui Chang
[AAAI-22] Main Track
Blocking Influence at Collective Level with Hard Constraints (Student Abstract)
Zonghan Zhang, Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji, Chang-Tien Lu, Naren Ramakrishnan, Zhiqian Chen
[AAAI-22] Student Abstract and Poster Program
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications
Yun-Hao Cao, Jianxin Wu
[AAAI-22] Main Track
Block Modeling-Guided Graph Convolutional Neural Networks
Dongxiao He, Chundong Liang, Huixin Liu, Mingxiang Wen, Pengfei Jiao, Zhiyong Feng
[AAAI-22] Main Track
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment
Tieliang Gong, Yuxin Dong, Hong Chen, Wei Feng, Bo Dong, Chen Li
[AAAI-22] Main Track
Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
Chang Lu, Tian Han, Yue Ning
[AAAI-22] Main Track
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks
Mengmei Zhang, Xiao Wang, Meiqi Zhu, Chuan Shi, Zhiqiang Zhang, Jun Zhou
[AAAI-22] Main Track
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation
Yicong He, George K. Atia
[AAAI-22] Main Track
Equilibrium Finding in Matrix Games Via Greedy Regret Minimization
Hugh Zhang, Adam Lerer, Noam Brown
[AAAI-22] Main Track
Reforming an Envy-Free Matching
Takehiro Ito, Yuni Iwamasa, Naonori Kakimura, Naoyuki Kamiyama, Yusuke Kobayashi, Yuta Nozaki, Yoshio Okamoto, Kenta Ozeki
[AAAI-22] Main Track
An Extraction and Representation Pipeline for Literary Characters
Funing Yang
[AAAI-22] Undergraduate Consortium
Improving Bayesian Neural Networks by Adversarial Sampling
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
[AAAI-22] Main Track
Graph Pointer Neural Networks
Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai
[AAAI-22] Main Track
Obtaining Calibrated Probabilities with Personalized Ranking Models
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
[AAAI-22] Main Track
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
[AAAI-22] Main Track
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation
Tong Chu, Yahao Liu, Jinhong Deng, Wen Li, Lixin Duan
[AAAI-22] Main Track
Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets
Haoran You, Zhihan Lu, Zijian Zhou, Yonggan Fu, Yingyan Lin
[AAAI-22] Main Track
ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification
Hazel Kim, Daecheol Woo, Seong Joon Oh, Jeong-Won Cha, Yo-Sub Han
[AAAI-22] Main Track
LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening
Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang, Gemine Vivone, Liang-Jian Deng
[AAAI-22] Main Track
Sparsification of Decomposable Submodular Functions
Akbar Rafiey, Yuichi Yoshida
[AAAI-22] Main Track
An Emotion-Based Multi-Task Approach to Fake News Detection (Student Abstract)
Arjun Choudhry, Inder Khatri, Minni Jain
[AAAI-22] Student Abstract and Poster Program
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing
Liang Yang, Chuan Wang, Xiaochun Cao, Junhua Gu, Bingxin Niu, Yuanfang Guo, Weixun Li, Cheng Chen, Dongxiao He
[AAAI-22] Main Track
Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-Trained Transformers
Minjia Zhang, Niranjan Uma Naresh, Yuxiong He
[AAAI-22] Main Track
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression
Linfeng Cao, Aofan Jiang, Wei Li, Huaying Wu, Nanyang Ye
[AAAI-22] Main Track
Cross-Task Knowledge Distillation in Multi-Task Recommendation
Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen
[AAAI-22] Main Track
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems
Qingxu Fu, Tenghai Qiu, Jianqiang Yi, Zhiqiang Pu, Shiguang Wu
[AAAI-22] Main Track
Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models
Sahil Verma, Keegan Hines, John P. Dickerson
[AAAI-22] Main Track
Private Rank Aggregation in Central and Local Models
Daniel Alabi, Badih Ghazi, Ravi Kumar, Pasin Manurangsi
[AAAI-22] Main Track
ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation
Jinze Chen, Yang Wang, Yang Cao, Feng Wu, Zheng-Jun Zha
[AAAI-22] Main Track
Active Learning for Domain Adaptation: An Energy-Based Approach
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang
[AAAI-22] Main Track
Efficient Optimal Transport Algorithm by Accelerated Gradient Descent
Dongsheng An, Na Lei, Xiaoyin Xu, Xianfeng Gu
[AAAI-22] Main Track
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning
Baoquan Zhang, Xutao Li, Shanshan Feng, Yunming Ye, Rui Ye
[AAAI-22] Main Track
CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation
Yu Qiao, Jincheng Zhu, Chengjiang Long, Zeyao Zhang, Yuxin Wang, Zhenjun Du, Xin Yang
[AAAI-22] Main Track
Self-Supervised Pretraining for RGB-D Salient Object Detection
Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan
[AAAI-22] Main Track
Classifying Emails into Human vs Machine Category
Changsung Kang, Hongwei Shang, Jean-Marc Langlois
[AAAI-22] Main Track
Incorporating Constituent Syntax for Coreference Resolution
Fan Jiang, Trevor Cohn
[AAAI-22] Main Track
Attribute-based Progressive Fusion Network for RGBT Tracking
Yun Xiao, Mengmeng Yang, Chenglong Li, Lei Liu, Jin Tang
[AAAI-22] Main Track
Learning Adversarial Markov Decision Processes with Delayed Feedback
Tal Lancewicki, Aviv Rosenberg, Yishay Mansour
[AAAI-22] Main Track
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park
[AAAI-22] Main Track
D-Vlog: Multimodal Vlog Dataset for Depression Detection
Jeewoo Yoon, Chaewon Kang, Seungbae Kim, Jinyoung Han
[AAAI-22] AI for Social Impact Track
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter
Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez
[AAAI-22] AI for Social Impact Track
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation
Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang
[AAAI-22] Main Track
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation
Jongwon Jeong, Jeong Choi, Hyunsouk Cho, Sehee Chung
[AAAI-22] Main Track
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification
Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha
[AAAI-22] Main Track
Towards End-to-End Image Compression and Analysis with Transformers
Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao
[AAAI-22] Main Track
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating
Yichen Ruan, Carlee Joe-Wong
[AAAI-22] Main Track
Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation
Chih-Chun Yang, Wan-Cyuan Fan, Cheng-Fu Yang, Yu-Chiang Frank Wang
[AAAI-22] Main Track
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee
[AAAI-22] AI for Social Impact Track
Strictly Proper Contract Functions Can Be Arbitrage-Free
Eric Neyman, Tim Roughgarden
[AAAI-22] Main Track
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition
Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding
[AAAI-22] Main Track
From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract)
Bhanu Garg, Kijun Kim, Sudhanshu Ranjan
[AAAI-22] Student Abstract and Poster Program
Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health
Dina Hussein, Ganapati Bhat, Janardhan Rao Doppa
[AAAI-22] AI for Social Impact Track
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
Guang Yang, Juan Cao*, Qiang Sheng, Peng Qi, Xirong Li, Jintao Li
[AAAI-22] AI for Social Impact Track
Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models
Abigail Swenor
[AAAI-22] Undergraduate Consortium
Co-Promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach
Lei Zhang, Xiang Wang, Chuang Zhao, Hongke Zhao, Rui Li, Runze Wu
[AAAI-22] Main Track
C3D and Localization Model for Locating and Recognizing the Actions from Untrimmed Videos (Student Abstract)
Himanshu Singh, Tirupati Pallewad, Badri Narayan Subudhi, Vinit Jakhetiya
[AAAI-22] Student Abstract and Poster Program
Parameterized Approximation Algorithms for k-Center Clustering and Variants
Sayan Bandyapadhyay, Zachary Friggstad, Ramin Mousavi
[AAAI-22] Main Track
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
Sungwon Park, Sungwon Han, Donghyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha
[AAAI-22] AI for Social Impact Track
SAIL: Self-Augmented Graph Contrastive Learning
Lu Yu, Shichao Pei, Lizhong Ding, Jun Zhou, Longfei Li, Chuxu Zhang, Xiangliang Zhang
[AAAI-22] Main Track
Word Level Robustness Enhancement: Fight Perturbation with Perturbation
Pei Huang, Yuting Yang, Fuqi Jia, Minghao Liu, FeiFei Ma, Jian Zhang
[AAAI-22] Main Track
Learning and Dynamical Models for Sub-Seasonal Climate Forecasting: Comparison and Collaboration
Sijie He, Xinyan Li, Laurie Trenary, Benjamin A. Cash, Timothy DelSole, Arindam Banerjee
[AAAI-22] Main Track
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence
Alina Ene, Huy L. Nguyen
[AAAI-22] Main Track
Uncertainty-Driven Dehazing Network
Ming Hong, Jianzhuang Liu, Cuihua Li, Yanyun Qu
[AAAI-22] Main Track
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition
Changxing Wu, Liuwen Cao, Yubin Ge, Yang Liu, Min Zhang, Jinsong Su
[AAAI-22] Main Track
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract)
Xiuyu Huang, Nan Zhou, Kup-Sze Choi
[AAAI-22] Student Abstract and Poster Program
Memotion Analysis through the Lens of Joint Embedding (Student Abstract)
Nethra Gunti, Sathyanarayanan Ramamoorthy, Parth Patwa, Amitava Das
[AAAI-22] Student Abstract and Poster Program
Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints
Langyuan Mo, Haokun Li, Chaoyang Zou, Yubing Zhang, Ming Yang, Yihong Yang, Mingkui Tan
[AAAI-22] Main Track
PUMA: Performance Unchanged Model Augmentation for Training Data Removal
Ga Wu, Masoud Hashemi, Christopher Srinivasa
[AAAI-22] Main Track
Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization
Ahmed Abouzeid, Ole-Christoffer Granmo, Christian Webersik, Morten Goodwin
[AAAI-22] AI for Social Impact Track
The Strange Role of Information Asymmetry in Auctions --- Does More Accurate Value Estimation Benefit A Bidder?
Haifeng Xu, Ruggiero Cavallo
[AAAI-22] Main Track
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation
Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu
[AAAI-22] Main Track
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou
[AAAI-22] Main Track
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
Sungwon Park, Sundong Kim, Meeyoung Cha
[AAAI-22] AI for Social Impact Track
Pretrained Cost Model for Distributed Constraint Optimization Problems
Yanchen Deng, Shufeng Kong, Bo An
[AAAI-22] Main Track
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract)
Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou
[AAAI-22] Student Abstract and Poster Program
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation
Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri, Varun Jampani, R. Venkatesh Babu
[AAAI-22] Main Track
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning
Xiaoshan Yang, baochen xiong, Yi Huang, Changsheng Xu
[AAAI-22] Main Track
DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding
Yingjie Lao, Weijie Zhao, Peng Yang, Ping Li
[AAAI-22] Main Track
Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units
Kenny Young
[AAAI-22] Main Track
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images
Le Minh Binh, Simon Woo
[AAAI-22] Main Track
An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity
Siddhartha Mishra, Nicholas Monath, Michael Boratko, Ariel Kobren, Andrew McCallum
[AAAI-22] Main Track
Robust Graph-Based Multi-View Clustering
Weixuan Liang, Xinwang Liu, Sihang Zhou, Jiyuan Liu, Siwei Wang, En Zhu
[AAAI-22] Main Track
How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues
Manon Revel, Tao Lin, Daniel Halpern
[AAAI-22] Main Track
Social Interpretable Tree for Pedestrian Trajectory Prediction
Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, Gang Hua
[AAAI-22] Main Track
Meta-Learning for Online Update of Recommender Systems
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee
[AAAI-22] Main Track
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms
Runpeng Yu, Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang, Xiuqiang He
[AAAI-22] Main Track
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier
Youngjo Lee, Hongje Seong, Euntai Kim
[AAAI-22] Main Track
Semantically Contrastive Learning for Low-Light Image Enhancement
Dong Liang, Ling Li, Mingqiang Wei, Shuo Yang, Liyan Zhang, Wenhan Yang, Yun Du, Huiyu Zhou
[AAAI-22] Main Track
MVG: Multi-view Graph Representation Learning for Programming Language Processing
Ting Long, Yutong Xie, Xianyu Chen, Weinan Zhang, Qinxiang Cao, Yong Yu
[AAAI-22] Main Track
KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-Zero Training Loss
Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi
[AAAI-22] Main Track
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
[AAAI-22] Main Track
Transformation of Emotions in Images Using Poisson Blended Generative Adversarial Networks (Student Abstract)
Aristidis Dernelakis, Jungin Kim, Kevin Velasquez, Lee Stearns
[AAAI-22] Student Abstract and Poster Program
Low-Light Image Enhancement with Normalizing Flow
Yufei Wang, Renjie Wan, Haoliang Li, Wenhan Yang, Lap-Pui Chau, Alex Kot
[AAAI-22] Main Track
Fusion Multiple Kernel K-Means
Yi Zhang, Xinwang Liu, Jiyuan Liu, Sisi Dai, Changwang Zhang, Kai Xu, En Zhu
[AAAI-22] Main Track
AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method
Xiaoxia Wu, Simon Du, Yuege Xie, Rachel Ward
[AAAI-22] Main Track
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements
Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
[AAAI-22] Main Track
Graph Structure Learning with Variational Information Bottleneck
Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S Yu
[AAAI-22] Main Track
PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model
Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou
[AAAI-22] AI for Social Impact Track
Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements
Georgia Channing
[AAAI-22] Undergraduate Consortium
Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract)
Bibek Upadhayay, Vahid Behzadan
[AAAI-22] Student Abstract and Poster Program
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics
Hangjie Yuan, Mang Wang, Dong Ni, Liangpeng Xu
[AAAI-22] Main Track
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen
[AAAI-22] Main Track
Similarity Search for Efficient Active Learning and Search of Rare Concepts
Cody Coleman, Edward Chou, Julian Katz-Samuels, Sean Culatana, Peter Bailis, Alexander C. Berg, Robert Nowak, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz
[AAAI-22] Main Track
MDPGT: Momentum-Based Decentralized Policy Gradient Tracking
Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan, Kai Liang Tan, Aditya Balu, Young M. Lee, Chinmay Hegde, Soumik Sarkar
[AAAI-22] Main Track
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu
[AAAI-22] Main Track
Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition
Jian Jia, University of Chinese Academy of Sciences)*Institue of Automation, Chinese Academy of Sciences, Fei He, University of Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences)Chinese Academy of Sciences, China)
[AAAI-22] Main Track
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection
Shubhankar Mohapatra, Sajin Sasy, Xi He, Gautam Kamath, Om Thakkar
[AAAI-22] Main Track
Self-Supervised Audio-and-Text Pre-Training with Extremely Low-Resource Parallel Data
Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding
[AAAI-22] Main Track
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles
Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty
[AAAI-22] Main Track
Modeling Attrition in Recommender Systems with Departing Bandits
Omer Ben-Porat, Lee Cohen, Liu Leqi, Zachary C. Lipton, Yishay Mansour
[AAAI-22] Main Track
SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory
Se Jin Park, Minsu Kim, Joanna Hong, Jeongsoo Choi, Yong Man Ro
[AAAI-22] Main Track
Exploiting Invariance in Training Deep Neural Networks
Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov
[AAAI-22] Main Track
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting
Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth
[AAAI-22] Main Track
Fair and Efficient Allocations of Chores under Bivalued Preferences
Jugal Garg, Aniket Murhekar, John Qin
[AAAI-22] Main Track
Detail-Preserving Transformer for Light Field Image Super-Resolution
Shunzhou Wang, Tianfei Zhou, Yao Lu, Huijun Di
[AAAI-22] Main Track
Exploring Relational Semantics for Inductive Knowledge Graph Completion
Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha
[AAAI-22] Main Track
Learning Influence Adoption in Heterogeneous Networks
Vincent Conitzer, Debmalya Panigrahi, Hanrui Zhang
[AAAI-22] Main Track
Weighted Fairness Notions for Indivisible Items Revisited
Mithun Chakraborty, Erel Segal-Halevi, Warut Suksompong
[AAAI-22] Main Track
Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval
Tieying Li, Xiaochun Yang, Bin Wang, Chong Xi, Hanzhong Zheng, Xiangmin Zhou
[AAAI-22] Main Track
Active Learning on Pre-Trained Language Model with Task-Independent Triplet Loss
Seungmin Seo, Donghyun Kim, Youbin Ahn, Kyong-Ho Lee
[AAAI-22] Main Track
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising
Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding
[AAAI-22] Main Track
Laneformer: Object-Aware Row-Column Transformers for Lane Detection
Jianhua Han, Xiajun Deng, Xinyue Cai, Zhen Yang, Hang Xu, Chunjing Xu, Xiaodan Liang
[AAAI-22] Main Track
Trusted Multi-View Deep Learning with Opinion Aggregation
Wei Liu, Xiaodong Yue, Yufei Chen, Thierry Denoeux
[AAAI-22] Main Track
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors
Suyuan Liu, Siwei Wang, Pei Zhang, Kai Xu, Xinwang Liu, Changwang Zhang, Feng Gao
[AAAI-22] Main Track
MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction
Ling Sun, Yuan Rao, Xiangbo Zhang, Yuqian Lan, Shuanghe Yu
[AAAI-22] Main Track
Unmasking the Mask – Evaluating Social Biases in Masked Language Models
Masahiro Kaneko, Danushka Bollegala
[AAAI-22] AI for Social Impact Track
Directed Graph Auto-Encoders
Georgios Kollias, Vasileios Kalantzis, Tsuyoshi Idé, Aurélie Lozano, Naoki Abe
[AAAI-22] Main Track
FedInv: Byzantine-Robust Federated Learning by Inversing Local Model Updates
Bo Zhao, Peng Sun, Tao Wang, Keyu Jiang
[AAAI-22] Main Track
Cross-Modal Coherence for Text-to-Image Retrieval
Malihe Alikhani, Fangda Han, Hareesh Ravi, Mubbasir Kapadia, Vladimir Pavlovic, Matthew Stone
[AAAI-22] Main Track
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading
Minsu Kim, Jeong Hun Yeo, Yong Man Ro
[AAAI-22] Main Track
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers
Payam Karisani
[AAAI-22] Main Track
RID-Noise: Towards Robust Inverse Design under Noisy Environments
Jia-Qi Yang, Ke-Bin Fan, Hao Ma, De-Chuan Zhan
[AAAI-22] Main Track
PESTO: Switching Point Based Dynamic and Relative Positional Encoding for Code-Mixed Languages (Student Abstract)
Mohsin Ali, Sai Teja Kandukuri, Sumanth Manduru, Parth Patwa, Amitava Das
[AAAI-22] Student Abstract and Poster Program
Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory
Mengshi Ge, Rui Mao, Erik Cambria
[AAAI-22] Main Track
Bayesian Persuasion in Sequential Decision-Making
Jiarui Gan, Rupak Majumdar, Goran Radanovic, Adish Singla
[AAAI-22] Main Track
Hybrid Neural Networks for On-Device Directional Hearing
Anran Wang, Maruchi Kim, Hao Zhang, Shyamnath Gollakota
[AAAI-22] Main Track
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
Kangrui Ruan, Xuan Di
[AAAI-22] Main Track
Learning from the Tangram to Solve Mini Visual Tasks
Yizhou Zhao, Liang Qiu, Pan Lu, Feng Shi, Tian Han, Song-Chun Zhu
[AAAI-22] Main Track
Characterization of Incentive Compatibility of an Ex-Ante Constrained Player
Bonan Ni, Pingzhong Tang
[AAAI-22] Main Track
XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge
Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan
[AAAI-22] Main Track
Siamese Network with Interactive Transformer for Video Object Segmentation
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
[AAAI-22] Main Track
CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting
Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav Marathe
[AAAI-22] AI for Social Impact Track
Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation
Shili Zhou, Weimin Tan, Bo Yan
[AAAI-22] Main Track
Achieving Counterfactual Fairness for Causal Bandit
Wen Huang, Lu Zhang, Xintao Wu
[AAAI-22] Main Track
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification
Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti
[AAAI-22] Main Track
A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection
Zhipeng Xie, Yumin Tu
[AAAI-22] Main Track
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit
Nikolai Karpov, Qin Zhang
[AAAI-22] Main Track
BM-NAS: Bilevel Multimodal Neural Architecture Search
Yihang Yin, Siyu Huang, Xiang Zhang
[AAAI-22] Main Track
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation
Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Jiajun Chen
[AAAI-22] Main Track
An Experimental Design Approach for Regret Minimization in Logistic Bandits
Blake Mason, Kwang-Sung Jun, Lalit Jain
[AAAI-22] Main Track
Better Parameter-Free Stochastic Optimization with ODE Updates for Coin-Betting
Keyi Chen, John Langford, Francesco Orabona
[AAAI-22] Main Track
A Little Charity Guarantees Fair Connected Graph Partitioning
Ioannis Caragiannis, Evi Micha, Nisarg Shah
[AAAI-22] Main Track
Knowledge Bridging for Empathetic Dialogue Generation
Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen
[AAAI-22] Main Track
Conditional Generative Model Based Predicate-Aware Query Approximation
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri
[AAAI-22] Main Track
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving
Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu, Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang
[AAAI-22] AI for Social Impact Track